Top issues
Detected presence of software components that had a recent package version removal incident.
hunting
Problem
Software developers use programming and design knowledge to build reusable software components. Software components are the basic building blocks for modern applications. Software consumed by an enterprise consists of hundreds, and sometimes even thousands of open source components. Software developers publish components they have authored to public repositories. Some open source repositories allow the developers to take down software component versions that they have published. For open source projects, version unpublishing is uncommon. Versions are typically removed due to a security incident, such as malicious code tampering or accidental development secrets exposure. Software developers often prioritize taking down such packages before informing the community that they have experienced a security incident. Therefore, it is prudent to review the reasons behind software version removals as these events might be a signal of an ongoing software supply chain attack.Prevalence in PyPI community
47 packages
found in
Top 100
238 packages
found in
Top 1k
1834 packages
found in
Top 10k
89.18k packages
in community
Next steps
Review software component documentation for the reasons behind the recent version removal.
If the software version was removed due to a security incident, investigate the build and release environment for software supply chain compromise.
Revise the use of components that raise these alarms. If you can't deprecate those components, make sure that their versions are pinned.
Avoid using this software package until it is vetted as safe.
Top behaviors
Creates a process.
execution
Prevalence in PyPI community
Behavior often found in this community (Common)
69 packages
found in
Top 100
506 packages
found in
Top 1k
3612 packages
found in
Top 10k
163.85k packages
in community
Converts binary data to its string representation, commonly used in obfuscation.
packer
Prevalence in PyPI community
Behavior often found in this community (Common)
67 packages
found in
Top 100
586 packages
found in
Top 1k
4061 packages
found in
Top 10k
146.39k packages
in community
Imports the "subprocess" module, which provides functions for creating new processes.
execution
Prevalence in PyPI community
Behavior often found in this community (Common)
60 packages
found in
Top 100
456 packages
found in
Top 1k
3056 packages
found in
Top 10k
133.42k packages
in community
Imports the "os" module, which contains miscellaneous operating system interfaces.
execution
Prevalence in PyPI community
Behavior often found in this community (Common)
96 packages
found in
Top 100
821 packages
found in
Top 1k
6994 packages
found in
Top 10k
450.45k packages
in community
Imports the "json" module, which implements functions for manipulating JSON files.
execution
Prevalence in PyPI community
Behavior often found in this community (Common)
58 packages
found in
Top 100
522 packages
found in
Top 1k
4278 packages
found in
Top 10k
241.62k packages
in community
Top vulnerabilities
No vulnerabilities found.